Skip to main content
Glama
jedshen123

App Data MCP

by jedshen123

search_assets

Search local metadata for business assets including Metabase dashboards, PostHog insights, metrics, tables, and events. Filter by platform, type, domain, and keyword.

Instructions

Search local metadata for Metabase dashboards/cards, PostHog insights, metrics, tables, and events.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
typeNo
limitNo
queryNoKeyword query, e.g. 新增用户, activation, retention.
domainNoBusiness domain, e.g. growth, product, revenue.
platformNo
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries full burden for behavioral disclosure. It only describes the action vaguely as 'search local metadata' without specifying read-only nature, output format, authentication needs, or scope.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, efficient sentence that clearly states the core purpose without verbosity. However, it could benefit from slight structuring to improve readability.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool has 5 parameters with enums and no output schema, the description fails to explain return format, pagination, or usage patterns. It is too sparse to be contextually complete.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The description adds minimal value beyond the schema by listing the types and platforms in prose. However, with only 40% schema coverage, it does not fully explain all parameters (e.g., limit, domain) or how they interact.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb 'Search' and the resource 'local metadata' with specific types (dashboards, cards, insights, metrics, tables, events), effectively distinguishing it from siblings like get_asset or list_domains.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides no guidance on when to use this tool versus alternatives, nor does it mention exclusions or prerequisites. It only states what it does without contextual usage advice.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/jedshen123/app-data-mcp'

If you have feedback or need assistance with the MCP directory API, please join our Discord server